p1atdev / t5-base-xlsum-ja

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Total runs: 20
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Model's Last Updated: November 20 2023
summarization

Introduction of t5-base-xlsum-ja

Model Details of t5-base-xlsum-ja

t5-base-xlsum-ja

This model is a fine-tuned version of retrieva-jp/t5-base-long on the xlsum dataset. It achieves the following results on the evaluation set:

  • Loss: 2.6563
  • Rouge1: 0.3648
  • Rouge2: 0.1641
  • Rougel: 0.2965
  • Rougelsum: 0.3132
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 15
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum
4.9166 1.8 100 3.4095 0.3569 0.1509 0.2416 0.3209
4.1162 3.61 200 3.0980 0.3262 0.1354 0.2557 0.2805
3.8578 5.41 300 2.8853 0.3428 0.1445 0.2628 0.2881
3.7309 7.22 400 2.7714 0.3621 0.1615 0.2951 0.3151
3.6716 9.02 500 2.7042 0.3727 0.1668 0.2982 0.3225
3.6393 10.82 600 2.6666 0.3676 0.1592 0.2987 0.3206
3.6291 12.63 700 2.6587 0.3654 0.1576 0.2955 0.3108
3.6224 14.43 800 2.6563 0.3648 0.1641 0.2965 0.3132
Framework versions
  • Transformers 4.34.0
  • Pytorch 2.0.0+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.0

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More t5-base-xlsum-ja license Visit here:

https://choosealicense.com/licenses/cc-by-sa-4.0

t5-base-xlsum-ja huggingface.co

t5-base-xlsum-ja huggingface.co is an AI model on huggingface.co that provides t5-base-xlsum-ja's model effect (), which can be used instantly with this p1atdev t5-base-xlsum-ja model. huggingface.co supports a free trial of the t5-base-xlsum-ja model, and also provides paid use of the t5-base-xlsum-ja. Support call t5-base-xlsum-ja model through api, including Node.js, Python, http.

t5-base-xlsum-ja huggingface.co Url

https://huggingface.co/p1atdev/t5-base-xlsum-ja

p1atdev t5-base-xlsum-ja online free

t5-base-xlsum-ja huggingface.co is an online trial and call api platform, which integrates t5-base-xlsum-ja's modeling effects, including api services, and provides a free online trial of t5-base-xlsum-ja, you can try t5-base-xlsum-ja online for free by clicking the link below.

p1atdev t5-base-xlsum-ja online free url in huggingface.co:

https://huggingface.co/p1atdev/t5-base-xlsum-ja

t5-base-xlsum-ja install

t5-base-xlsum-ja is an open source model from GitHub that offers a free installation service, and any user can find t5-base-xlsum-ja on GitHub to install. At the same time, huggingface.co provides the effect of t5-base-xlsum-ja install, users can directly use t5-base-xlsum-ja installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/p1atdev/t5-base-xlsum-ja

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